Azure Databricks vs Google Analytics

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Azure Databricks vs Google Analytics: What are the differences?

What is Azure Databricks? Fast, easy, and collaborative Apache Spark–based analytics service. Accelerate big data analytics and artificial intelligence (AI) solutions with Azure Databricks, a fast, easy and collaborative Apache Spark–based analytics service.

What is Google Analytics? Enterprise-class web analytics. Google Analytics lets you measure your advertising ROI as well as track your Flash, video, and social networking sites and applications.

Azure Databricks and Google Analytics belong to "General Analytics" category of the tech stack.

Some of the features offered by Azure Databricks are:

  • Optimized Apache Spark environment
  • Autoscale and auto terminate
  • Collaborative workspace

On the other hand, Google Analytics provides the following key features:

  • Analysis Tools- Google Analytics is built on a powerful, easy to use, reporting platform, so you can decide what data you want to view and customize your reports, with just a few clicks.
  • Content Analytics- Content reports help you understand which parts of your website are performing well, which pages are most popular so you can create a better experience for your customers.
  • Social Analytics- The web is a social place and Google Analytics measures success of your social media programs. You can analyze how visitors interact with sharing features on your site (like the Google +1 button) and engage with your content across social platforms.
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- No public GitHub repository available -

What is Azure Databricks?

Accelerate big data analytics and artificial intelligence (AI) solutions with Azure Databricks, a fast, easy and collaborative Apache Spark–based analytics service.

What is Google Analytics?

Google Analytics lets you measure your advertising ROI as well as track your Flash, video, and social networking sites and applications.
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      What are some alternatives to Azure Databricks and Google Analytics?
      Databricks
      Databricks Unified Analytics Platform, from the original creators of Apache Spark™, unifies data science and engineering across the Machine Learning lifecycle from data preparation to experimentation and deployment of ML applications.
      Azure Machine Learning
      Azure Machine Learning is a fully-managed cloud service that enables data scientists and developers to efficiently embed predictive analytics into their applications, helping organizations use massive data sets and bring all the benefits of the cloud to machine learning.
      Azure HDInsight
      It is a cloud-based service from Microsoft for big data analytics that helps organizations process large amounts of streaming or historical data.
      Matomo
      It is a web analytics platform designed to give you the conclusive insights with our complete range of features. You can also evaluate the full user-experience of your visitor’s behaviour with its Conversion Optimization features, including Heatmaps, Sessions Recordings, Funnels, Goals, Form Analytics and A/B Testing.
      Piwik
      Piwik is a full featured PHP MySQL software program that you download and install on your own webserver. Piwik aims to be a Free software alternative to Google Analytics, and is already used on more than 1,000,000 websites. Privacy is built-in!
      See all alternatives
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      Reviews of Azure Databricks and Google Analytics
      Avatar of IanEdington
      Business Analyst
      Review ofGoogle AnalyticsGoogle Analytics

      Google is an amazing free tool and is extremely customizable. I use it for A/B testing (using google content experiment), Lean Analytics (measuring goals based on events), and it's new asynchronous JS has made a lot of tracking easier.

      However it takes a lot more configuration to set up cohort studies and user based analytics than other analytics platforms. It is possible to do however: http://analytics.blogspot.ca/2013/03/get-useful-insights-easier-automate.html

      If you need something free this is definitely your best option.

      How developers use Azure Databricks and Google Analytics
      Avatar of Lawrence Cheuk
      Lawrence Cheuk uses Google AnalyticsGoogle Analytics

      I mainly use it to trace how many user using it before my site get monetized, at the age before smartphone and we only have web site, now I look at the profit rather than web page visited. As web page is not the single interface now. Android, iOS, Web. Wasting time to set up one by one. so I just simply look at revenue.

      Avatar of shridhardalavi
      shridhardalavi uses Google AnalyticsGoogle Analytics

      Google Analytics is a freemium web analytics service offered by Google that tracks and reports website traffic. Google Analytics not only lets you measure sales and conversions, but also gives you fresh insights into how visitors use your site, how they arrived on your site, and how you can keep them coming back.

      Avatar of Tim Lucas
      Tim Lucas uses Google AnalyticsGoogle Analytics

      Google Analytic is setup with user id tracking, allowing to view traffic for logged in users only, as well as custom events based on video watching and conversion goals for purchases. The Google’s autotrack plugin provides additional tracking of click events.

      Avatar of datapile
      datapile uses Google AnalyticsGoogle Analytics

      We installed Google Analytics. Can we haz data science now? We ares teh bestest analytics gurus evar!

      Nothing easier than one line of JavaScript to let Google know anything and everything about your website in exchange for some pretty dashboards and reports.

      Avatar of osu! Ripple
      osu! Ripple uses Google AnalyticsGoogle Analytics

      We use Google Analytics to see in which countries we're having most success, and in which demographics. We offer users the possibility to opt out of Google Analytics by setting the Do Not Track feature in their browser, because we want to respect user privacy.

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